What are some potential future directions for text classification research?

Measuring and Mitigating Unintended Bias in Text Classification · Abstract · Research Areas. Natural Language Processing · Responsible AI. Meet the teams ... Mar 29, 2025 ... We explore the application of LLMs to supervised text classification. As a case study, we consider stance detection and examine variation in predictive ... May 4, 2020 ... Text Classifier Predictor — NodePit. Predictor for a dictionary-based text classifier for categorizing text documents. We (and our customers) ... Jul 18, 2022 ... Text classification algorithms are at the heart of a variety of software systems that process text data at scale. Email software uses text ... Mar 18, 2025 ... Text classification is an AI technique that allows you to use an algorithm to sort text data into categories. This technology is an important ... In this paper, a brief overview of text classification algorithms is discussed. This overview covers different text feature extractions, dimensionality ... Feb 19, 2021 ... Text classification to streamline online wildlife trade analyses. This is a Preprint and has not been peer reviewed. The published version of ... Jun 27, 2022 ... What is Text Classification? Text Classification is the process of categorizing text into one or more different classes to organize, structure, ... Jan 11, 2024 ... Criteria2Query is a NLP tool aiming to convert free-text eligibility criteria for a clinical trial to a structured query to aid in the ... Apr 17, 2021 ... Abstract. Deep learning--based models have surpassed classical machine learning--based approaches in various text classification tasks, ...